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I-SPY2 dataset and benchmarks · SOTA2 Research

Research Datasets

I-SPY2

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Patient drug response prediction

I-SPY2 Trial (External)

66.1AUROC

10

Contrast-enhanced breast MRI synthesis

I-SPY2 (External cohort)

87SSIM

6

pathologic complete response (pCR) prediction

I-SPY2

44.1Precision

2

Popular tasks

pathologic complete response (pCR) prediction Contrast-enhanced breast MRI synthesis Patient drug response prediction

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